Answer Happy

(b) Given the following 2 individuals of a Genetic Programming population: OR b a 5 10 a 7 Individual 1 Individual 2 where the data types of each function and terminal nodes are: AND, OR input data type (boolean, boolean) (real, real) (real, real) >,< output data type boolean boolean real real +,-, X, - a, b, 5, 7, 10 (i) Perform a subtree crossover between Individuals 1 and 2, showing the resulting offspring (2 individuals). [8 marks] (i) Perform a subtree mutation on Individual 1 using the node '<' as the mutation point, showing the resulting offspring (1 individual). [4 marks] (ii) Create a new individual using a full initialisation method and a maximum tree depth of 3. [3 marks]